Rock Lee is just so much cooler than Hyuuga Neji.

Neji was obviously surprised by Rock Lee's incredible speed, so he most likely wouldn't have been able to keep up with it. Neji's Kaiten would have been a good defense, but it does take time to pull off. Rock Lee would probably be able to get in a few hits before then.